| 神经网络GPC在非线性三容水箱系统中的应用 |
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| 引用本文： | 周浚哲,于洋. 神经网络GPC在非线性三容水箱系统中的应用[J]. 沈阳理工大学学报, 2002, 21(2): 55-59 |
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| 作者姓名： | 周浚哲 于洋 |
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| 作者单位： | 沈阳工业学院,信息科学与工程分院,辽宁,沈阳,110016 |
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| 摘 要： | 从一个单输入单输出的非线性三容水箱实验过程出发，研究非线性控制问题，当前研究的目标是设计并实现一个基于神经网络广义预测控制的合适算法。仿真和对比的结果表明，对于此模型，神经网络广义预测控制优于神经网络直接逆控制，产者将应用在实际的三容水箱系统。
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| 关 键 词： | GPC 非线性三容水箱系统 广义预测控制 神经 非线性系统 |
| 文章编号： | 1003-1251(2002)02-0055-05 |
| 修稿时间： | 2001-12-05 |
Application of Neural-Networks GPCin the Nonlinear 3-Capacities Water Tank System |
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| ZHOU Jun-zhe,YU Yang. Application of Neural-Networks GPCin the Nonlinear 3-Capacities Water Tank System[J]. Transactions of Shenyang Ligong University, 2002, 21(2): 55-59 |
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| Authors: | ZHOU Jun-zhe YU Yang |
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| Abstract: | This paper studied control methods for nonlinear 3 capacities water tank system by experimental processes of a SISO system. The objective of the current study is to design and implement a proper algorithm based on NN generalized predictive control (GPC). The simulation and comparision results for the model show that the NN GPC is better than the NN direct inverse control and the former will be applied to the actrual 3 capacities water tank system. |
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| Keywords: | nonlinear 3 capacities water tank system GPC neural networks. |
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